From 7239b3868b7df56325909531efeb7de0e3fd301f Mon Sep 17 00:00:00 2001 From: Shaohon Chen <35194781+ShaohonChen@users.noreply.github.com> Date: Wed, 11 Dec 2024 21:53:57 +0800 Subject: [PATCH] Add openmind example env (#77) * add docker command * add pytorch install command --- zh/examples/openMind.md | 104 +++++++++++++++++++++++------- zh/examples/openMind/a_mask.png | Bin 0 -> 94863 bytes zh/examples/openMind/indocker.png | Bin 0 -> 57368 bytes 3 files changed, 82 insertions(+), 22 deletions(-) create mode 100644 zh/examples/openMind/a_mask.png create mode 100644 zh/examples/openMind/indocker.png diff --git a/zh/examples/openMind.md b/zh/examples/openMind.md index ea37abc..deecf20 100644 --- a/zh/examples/openMind.md +++ b/zh/examples/openMind.md @@ -36,6 +36,8 @@ openMind Library是一个深度学习开发套件,通过简单易用的API支 ### 环境配置 +#### 直接安装openMind环境 + 如果是昇腾AI卡系列的话,配置环境前需要先安装驱动等设备,具体可以参考[软件安装-CANN商用版8.0.RC3开发文档-昇腾社区](https://www.hiascend.com/document/detail/zh/canncommercial/80RC3/softwareinst/instg/instg_0000.html?Mode=PmIns&OS=Ubuntu&Software=cannToolKit)。 **驱动安装&验证** @@ -44,7 +46,7 @@ openMind Library是一个深度学习开发套件,通过简单易用的API支 安装好后的验证方法是运行下面的命令,该命令作用与nvidia-smi类似,这里是查看NPU的状态和性能 -``` +```bash npu-smi info ``` @@ -54,11 +56,28 @@ npu-smi info 然后安装好驱动了之后就可以配置环境了,本次微调代码使用pytorch框架,openMind中自带了基于pytorch框架的各类函数,因此正常安装openMind就行。 +安装命令如下: + +```bash + +# 下载PyTorch安装包 +wget https://download.pytorch.org/whl/cpu/torch-2.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl +# 下载torch_npu插件包 +wget https://gitee.com/ascend/pytorch/releases/download/v6.0.rc3-pytorch2.4.0/torch_npu-2.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl +# 安装命令 +pip3 install torch-2.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl +pip3 install torch_npu-2.4.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl +# 安装openMind Library +pip install openmind[pt] +# 安装SwanLab +pip install swanlab +``` + > 注意以下几点: > > 1、可以使用镜像源来安装环境,不然会很浪费时间,可以使用清华源: > -> ``` +> ```bash > pip install -i https://pypi.tuna.tsinghua.edu.cn/simple name > ``` > @@ -66,7 +85,7 @@ npu-smi info > ![魔乐社区模型](./openMind/models.png) > 3、配置环境的时候,按照openmind官方文档说可以同时存在两个框架,使用的时候分别设置就行,但是实际使用的时候只能存在一个框架,一旦设置了两个框架,使用的时候无论如何设置都会报错说openmind不知道使用哪个框架,所以最好在环境里只安装一个 > -> ``` +> ```bash > >>>import openmind > Traceback (most recent call last): > File "", line 1, in @@ -81,16 +100,57 @@ npu-smi info > RuntimeError: Multiple frameworks detected, including: pt, ms. > ``` -然后直接安装环境,下图表示的有些模型测试会直接给出镜像环境,可以直接使用,也可以手动安装环境 +#### docker环境安装(推荐) + +openMind官方库也提供了模型的docker环境。 + +推荐通过点击模型测试部分(下图红框)找到docker的链接,通过docker来拉起拉起环境。下面介绍docker环境的搭建教程。 ![bert模型环境](./openMind/bert.png) -### 别忘了安装SwanLab 😃 +首先得确定有NPU卡和NPU相关驱动,驱动是**8.0.RC3.beta1**,如果没安装可以参考[CANN官方安装教程](https://www.hiascend.com/document/detail/zh/canncommercial/80RC3/softwareinst/instg/instg_0000.html?Mode=PmIns&OS=Ubuntu&Software=cannToolKit) + +完成安装后检测方法是运行 + +```bash +npu-smi info +``` + +可以看到如下信息的话就表示驱动已经安装完成了。 + +![npu-smi](./openmind/a_mask.png) + +接下来使用如下命令创建一个装好openmind环境的容器,这样可以省去大量安装环境的时间: + +```bash +docker run \ + --name openmind \ + --device /dev/davinci0 \ # 指定NPU 0号设备 + --device /dev/davinci_manager \ + --device /dev/devmm_svm \ + --device /dev/hisi_hdc \ + -v /usr/local/dcmi:/usr/local/dcmi \ + -v /usr/local/bin/npu-smi:/usr/local/bin/npu-smi \ + -v /usr/local/Ascend/driver/lib64/:/usr/local/Ascend/driver/lib64/ \ + -v /etc/ascend_install.info:/etc/ascend_install.info \ + -v /usr/local/Ascend/driver/version.info:/usr/local/Ascend/driver/version.info \ + -tid registry.modelers.cn/base_image/openmind:openeuler-python3.10-cann8.0.rc3.beta1-pytorch2.1.0-openmind0.9.1 bash +``` + +这将在后台开启一个名为openmind容器。使用如下命令可进入到容器当中 +```bash + docker exec -it openmind bash ``` -pip install openmind -pip install torch -pip install transformers + +出现如下界面即表示进入到容器当中 + +![indocker](./openMind/indocker.png) + +最后在docker中运行如下命令安装swanlab即可完成环境安装。 + +```bash +# 安装swanlab命令 pip install swanlab ``` @@ -105,7 +165,7 @@ OmDataset.load_dataset()方法目前支持下载的数据集格式如下: * 下载python脚本加载魔乐社区数据集 * 下载python脚本加载三方站点数据集 -``` +```python from openmind import OmDataset from openmind import AutoTokenizer @@ -149,7 +209,7 @@ small_eval_dataset = tokenized_datasets["validation"].shuffle(seed=42) 和transformers使用差不多,分别加载模型和分词器 -``` +```python from openmind import AutoTokenizer from openmind import AutoModelForSequenceClassification ## 做分类任务 @@ -165,7 +225,7 @@ model = AutoModelForSequenceClassification.from_pretrained("PyTorch-NPU/bert_bas 创建一个TrainingArguments类,其中包含可以调整的所有超参数以及不同的训练选项。 -``` +```python from openmind import TrainingArguments ### 参数初始化 @@ -183,7 +243,7 @@ training_args = TrainingArguments(logging_steps=1, Trainer在训练过程中不会自动评估模型性能,需要向Trainer传递一个函数来计算和展示指标。 -``` +```python import numpy as np from openmind import metrics @@ -201,12 +261,12 @@ def compute_metrics(eval_pred): swanlab支持记录openMind Library。能够在线/离线查看训练日志。SwanLab支持openMind Library通过callback调用,调用代码可参考后文。 -![SwanLab可视化工具](./openMind/juzhong.png) +![SwanLab可视化工具](./openMind/modelers&swanlab%20V2.png) 关于SwanLab的使用方法可以参考[SwanLab官方文档-快速开始](https://docs.swanlab.cn/guide_cloud/general/quick-start.html) > 如果提示登录swanlab,可以在[官网完成注册](https://swanlab.cn)后,使用[获取API KEY](https://swanlab.cn/settings)找到对应的登陆密钥并粘贴,这样将能够使用**云上看版**随时查看训练过程与结果。 -``` +```python from openmind import Trainer from swanlab.integration.transformers import SwanLabCallback @@ -244,7 +304,7 @@ trainer.save_model(final_save_path) ### 全过程代码 -``` +```python from openmind import OmDataset from openmind import AutoTokenizer from openmind import AutoModelForSequenceClassification @@ -332,11 +392,9 @@ trainer.save_model(final_save_path) --- -## 3、结果展示 - 这里使用HF Transformers实现同样的训练过程,使用NVIDIA-A100卡来跑了一次做个对比,A100对应的代码如下: -``` +```python from datasets import load_dataset from transformers import AutoTokenizer from transformers import AutoModelForSequenceClassification @@ -421,7 +479,9 @@ final_save_path = join(output_dir) trainer.save_model(final_save_path) ``` -下面是各项对比, +## 3、结果展示 + +下面是Ascend NPU与A100实验对比: 首先是实验时间,此次实验epoch=3, @@ -431,11 +491,11 @@ trainer.save_model(final_save_path) 然后是显存消耗,其中两个监测NPU/GPU状态的代码如下: -``` -NPU: +```bash +# NPU: watch -n 1 npu-smi info -GPU: +# GPU: nvtop ``` diff --git a/zh/examples/openMind/a_mask.png b/zh/examples/openMind/a_mask.png new file mode 100644 index 0000000000000000000000000000000000000000..801a01a448efede7cdb65fa769a9d5e3113fbcb7 GIT binary patch literal 94863 zcma&OWk6JG7dA{YbcYPm(j7y02uOp3gmexK0#ec?l7fJwsECL(LpMl+C?VY<-3{-} zdCocS^L&54_Xpw(n>~B)d);fT>sr@EjF!ejJZvg#BqSs}6=ek-BqUU0@Ffqy0Ph&r zp&x>8SZ>Njo=8YIBzIrPNSSXb!JEjQIuGTLN{6U7zzZ}xS#?4~ 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